Comprehension is a double-edged sword: Over-interpreting unspecified information in intelligible machine learning explanations

Jan 1, 2025·
Yueqing Xuan
,
Edward Small
,
Danula Hettiachchi
,
Mark Sanderson
· 0 min read
Type
Publication
Int. J. Hum. Comput. Stud.
publications
Kacper Sokol
Authors
Postdoc

Kacper Sokol is a postdoctoral researcher at the Faculty of Informatics, Università della Svizzera italiana (USI), affiliated with the People-Centered Computing Lab.

Research interests

His research primarily focuses on the explainability of data-driven predictive systems based on artificial intelligence and machine-learning algorithms, with a particular interest in their applications within the medical field.